{"id":"W7000408279","doi":"","title":"Five Foundational Leadership Tips featuring Elan MacDonald","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Key (lock); Attribution; Period (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259514,0.0006563516,0.0002690145,0.000589035,0.007890319,0.004409992,0.0009022867,0.00267407,0.07810646],"category_scores_gemma":[0.003957794,0.0003538931,0.0002916488,0.0007149949,0.0009031215,0.002029562,0.003186368,0.004372737,0.03264081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004172185,"about_ca_system_score_gemma":0.007650024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05880209,"about_ca_topic_score_gemma":0.2301871,"domain_scores_codex":[0.998646,0.0002080999,0.00001996316,0.0001039133,0.0005418447,0.000480196],"domain_scores_gemma":[0.9956772,0.000180321,0.0001028973,0.00009009701,0.00101793,0.002931618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005033952,0.0000119925,0.00007916826,0.000009427084,4.755039e-7,0.0000594491,0.0002087713,0.000005379844,0.00004114605,0.0005751342,0.9908766,0.008127411],"study_design_scores_gemma":[0.000001358655,0.000006962666,0.0002257823,0.00002911616,8.305985e-7,0.0001005808,0.0008039954,0.000008869795,0.00004094353,0.0001515033,0.9986262,0.000003806177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005792609,0.01825931,0.00155657,0.3222799,0.07384862,0.000104878,0.0004307038,0.001204284,0.5765231],"genre_scores_gemma":[0.01258714,0.003019409,0.0006144422,0.02448698,0.003066042,0.00002615637,0.0001586794,0.0002972986,0.9557438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07810646,"threshold_uncertainty_score":0.2612922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735134197640368,"score_gpt":0.2097306250415774,"score_spread":0.1923792830651738,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}